Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "189" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 229 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 220 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
--------------------------------------------------------------------------- KeyError Traceback (most recent call last) ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3360 try: -> 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item() KeyError: 'Ant' The above exception was the direct cause of the following exception: KeyError Traceback (most recent call last) /tmp/ipykernel_8638/3863632283.py in <module> 8 # Add this day to the antenna 9 row = df.loc[n] ---> 10 antnum = row['Ant'] 11 if antnum != int(antenna): 12 continue ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key) 940 941 elif key_is_scalar: --> 942 return self._get_value(key) 943 944 if is_hashable(key): ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable) 1049 1050 # Similar to Index.get_value, but we do not fall back to positional -> 1051 loc = self.index.get_loc(label) 1052 return self.index._get_values_for_loc(self, loc, label) 1053 ~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance) 3361 return self._engine.get_loc(casted_key) 3362 except KeyError as err: -> 3363 raise KeyError(key) from err 3364 3365 if is_scalar(key) and isna(key) and not self.hasnans: KeyError: 'Ant'
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.16% | 30.27% | 0.440364 | -0.008392 | -0.449866 | 1.384387 | -1.001894 | 0.068053 | -0.066023 | 0.612749 | 0.7541 | 0.7645 | 0.3019 | 5.708775 | 4.796477 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.84% | 14.52% | 1.848311 | 1.375841 | -0.323088 | 1.096857 | -0.834459 | 0.099931 | -0.007423 | -0.029936 | 0.6892 | 0.6844 | 0.2969 | 1.745689 | 1.475627 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.326950 | -0.744112 | 0.065185 | -0.686894 | 1.393294 | 2.537667 | 2.232199 | -0.076113 | 0.0337 | 0.0321 | 0.0021 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.783302 | 1.620308 | 0.469731 | -0.203760 | -0.670923 | 14.138325 | 0.268803 | 0.555141 | 0.6463 | 0.6597 | 0.3974 | 4.783033 | 4.328172 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | 2.444152 | 1.501515 | 0.308458 | 1.766354 | -1.056578 | 0.787638 | 0.333437 | -0.279942 | 0.6413 | 0.6490 | 0.3984 | 1.398333 | 1.212553 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 27.96% | 1.420405 | 1.018879 | 0.027363 | 2.049012 | -0.033763 | 1.614770 | 0.069992 | 0.538192 | 0.6849 | 0.6787 | 0.3192 | 1.574068 | 1.382293 |
| 2459588 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.098191 | 1.892444 | -0.569487 | 0.856545 | -0.591293 | 52.470754 | 0.080508 | 1.416672 | 0.7160 | 0.6964 | 0.2843 | 8.024947 | 5.951849 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 2.021677 | 1.665973 | 0.757719 | 3.151068 | 0.649980 | 2.561047 | 0.375163 | 0.205987 | nan | nan | nan | 28.002632 | 25.584155 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.41% | 12.97% | 1.130870 | 0.183638 | 0.823825 | -0.642047 | 0.162500 | 1.468886 | 0.656410 | -0.041170 | 0.6493 | 0.6590 | 0.3728 | 1.377451 | 1.366517 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 5.758159 | -0.448296 | 1.776215 | 0.112515 | 2.676073 | 2.970319 | 6.936746 | 0.572965 | 0.0367 | 0.0313 | 0.0028 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.370099 | 19.138724 | 6.212853 | 7.292196 | 4.131056 | 18.441595 | -0.365855 | -0.301419 | 0.6055 | 0.6228 | 0.3945 | 32.971838 | 26.269567 |
| 2459583 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 39.46% | 10.27% | 1.310562 | 1.592580 | 2.014561 | 3.220029 | -0.382844 | -0.105129 | 0.204510 | -1.031426 | 0.6504 | 0.6627 | 0.4117 | 0.980758 | 0.849658 |
| 2459581 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.516742 | 1.903018 | 2.732220 | 1.706071 | 0.352993 | 24.051639 | 0.760740 | -0.595593 | 0.6508 | 0.6644 | 0.4107 | 1.670422 | 1.627115 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 12.90% | 1.529663 | 0.897285 | 2.258657 | 0.010411 | -0.544217 | 1.639939 | 0.146789 | -0.319692 | 0.6547 | 0.6686 | 0.4051 | 0.884393 | 0.724063 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.91% | 0.00% | 1.289769 | 1.466127 | 2.838289 | 3.787202 | -0.249608 | 1.891409 | 1.026462 | -0.984649 | 0.6471 | 0.6580 | 0.4102 | 0.388733 | 0.368300 |
| 2459578 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.410514 | 1.382019 | -0.662654 | 1.740676 | 1.305245 | 1.848006 | 10.432079 | -0.329478 | 0.0349 | 0.0330 | 0.0030 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 7.03% | 2.224656 | 2.469850 | 2.369263 | 3.561400 | 0.755334 | 1.505459 | 0.466149 | -0.703372 | 0.6497 | 0.6647 | 0.4070 | 0.735031 | 0.626226 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 95.70% | 1.391985 | 1.178683 | 1.535489 | 2.332889 | 0.756895 | -0.095759 | 2.021121 | 1.772451 | 0.7464 | 0.7455 | 0.3559 | 23.669250 | 24.520210 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 11.35% | 2.16% | 1.425609 | 1.674268 | 1.691817 | 2.187902 | 1.080878 | 1.516491 | 0.341897 | -0.676425 | 0.6637 | 0.6744 | 0.4176 | 1.263607 | 1.192103 |
| 2459573 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.671691 | 1.896290 | 3.054994 | 4.951015 | 0.348616 | 0.640849 | 0.525013 | -0.384509 | 0.6678 | 0.6821 | 0.4116 | 14.289340 | 11.081895 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 27.57% | 8.65% | 1.310217 | 1.767193 | 1.659694 | 2.462196 | 0.253569 | 0.403493 | 1.223221 | -1.388216 | 0.6739 | 0.6880 | 0.4093 | 0.879407 | 0.862931 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.896943 | 1.094399 | -0.939845 | 2.326796 | 0.913641 | 12.437881 | 12.790576 | 22.553263 | 0.0354 | 0.0387 | 0.0038 | nan | nan |
| 2459570 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.039771 | 4.061502 | 10.753512 | 3.844395 | 6.376013 | 4.224979 | 4.329659 | 2.112341 | 0.6579 | 0.6886 | 0.4011 | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 30.27% | 1.072333 | 1.441065 | 2.178164 | 3.016876 | 2.108354 | 2.267072 | 2.206192 | 2.399831 | 0.7546 | 0.7590 | 0.2557 | 1.866369 | 2.007536 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 95.68% | 1.444440 | 1.562574 | 2.593424 | 3.319242 | 0.297325 | 1.120239 | 0.254144 | -0.499869 | 0.6708 | 0.6850 | 0.4222 | 11.728582 | 9.734470 |
| 2459565 | digital_ok | 0.00% | - | - | - | 93.33% | 0.00% | 1.074879 | 1.074879 | 0.972728 | 0.972728 | 0.664032 | 0.664032 | 0.146470 | 0.146470 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | 1.426075 | -0.280658 | 1.097801 | -2.627350 | 2.357538 | 3.426808 | 0.705949 | 0.718128 | 0.6806 | 0.6899 | 0.4192 | 1.851385 | 1.588684 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 94.62% | 1.650922 | 1.064608 | 1.560642 | 0.886993 | -0.779731 | 1.944344 | 0.712884 | -0.339835 | 0.6795 | 0.6905 | 0.4138 | 12.020165 | 11.927929 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.984171 | -0.936049 | 1.549735 | -2.514602 | 0.911262 | -0.895447 | 0.712321 | -0.684886 | 0.6817 | 0.6969 | 0.4099 | 1.943242 | 1.779023 |
| 2459561 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.939523 | -0.409054 | 1.330409 | -1.948638 | 0.575240 | 5.187639 | 0.905793 | 0.984151 | 0.6784 | 0.6947 | 0.4160 | 3.445794 | 3.065594 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 7.03% | 1.095876 | -0.505389 | 1.527647 | -1.949280 | 0.855659 | 0.635452 | 0.873444 | 0.495481 | 0.6789 | 0.6917 | 0.4189 | 1.791674 | 1.621350 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 1.08% | 1.124425 | -0.672789 | 1.503797 | -2.141796 | 0.675080 | -0.018089 | 0.558401 | -0.785300 | 0.6798 | 0.6947 | 0.4032 | 1.891050 | 1.705304 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.53% | 6.99% | 1.720452 | 1.744789 | 2.277665 | 3.618058 | -0.610600 | 0.230745 | 0.189609 | -0.376374 | 0.6839 | 0.6933 | 0.4109 | 1.017839 | 0.868704 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0320 | 0.0320 | 0.0013 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.03% | 0.00% | 1.751857 | 2.048452 | 2.450472 | 3.815426 | 0.635497 | 0.769088 | 1.871087 | -0.675328 | 0.6709 | 0.6838 | 0.4215 | 1.013619 | 0.877176 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6848 | 0.6963 | 0.4193 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6829 | 0.6946 | 0.4170 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.726923 | 2.971931 | 3.638079 | 6.692545 | 0.470107 | 2.722005 | 0.442434 | 0.099110 | 0.6855 | 0.6945 | 0.4189 | 8.134972 | 7.951641 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.972131 | -0.584702 | 1.753696 | -2.737047 | 1.259724 | -0.740106 | 0.380284 | -0.927107 | 0.6808 | 0.6954 | 0.4122 | 1.988407 | 1.714987 |
| 2459550 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0309 | 0.0313 | 0.0013 | nan | nan |
| 2459549 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.669958 | 1.954605 | 2.816128 | 4.258278 | 0.630722 | 1.602857 | 0.274700 | -1.030611 | 0.6802 | 0.6940 | 0.4216 | 2.588676 | 2.411188 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 2.334226 | 1.731882 | 3.445583 | 3.826931 | 0.545417 | 1.569019 | -0.002489 | -0.950000 | 0.7480 | 0.7516 | 0.3655 | 1.021782 | 0.816775 |
| 2459541 | digital_ok | 100.00% | 1.79% | 1.79% | 0.00% | 100.00% | 0.00% | 2.647371 | 2.105582 | 2.912713 | 5.696218 | 5.269294 | 3.924767 | 1.874364 | 1.947970 | 0.7284 | 0.7317 | 0.3535 | 0.000000 | 0.000000 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 26.79% | 8.48% | 1.275635 | 0.021820 | 1.349630 | -1.643468 | 0.620397 | 1.965236 | 0.230061 | -0.856906 | 0.7450 | 0.7460 | 0.3608 | 0.612266 | 0.599668 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.781058 | 3.997386 | 5.405218 | 8.536078 | 1.990690 | 9.228014 | 1.453155 | -0.508101 | 0.6985 | 0.7130 | 0.4490 | 0.000000 | 0.000000 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 98.66% | 1.34% | 1.118909 | -0.130826 | 1.381960 | -1.704223 | 0.993082 | 0.461758 | 0.989520 | 1.225883 | 0.7661 | 0.7659 | 0.3748 | 0.983784 | 0.980572 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.77% | 2.23% | 0.916443 | -0.108715 | 1.341109 | -1.518653 | 0.886558 | 1.136407 | 0.781497 | 2.085900 | 0.7576 | 0.7491 | 0.3815 | -0.000000 | -0.000000 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 99.44% | 0.56% | 2.360559 | 2.028106 | 3.629762 | 3.395268 | 0.033099 | 2.451213 | -0.023437 | 1.171902 | 0.6955 | 0.7134 | 0.4281 | -0.000000 | -0.000000 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 98.82% | 1.18% | 1.126633 | -0.479310 | 1.300108 | -2.174334 | 0.934683 | -0.461014 | 0.613313 | -0.003120 | 0.7108 | 0.7234 | 0.4259 | 0.842311 | 0.831415 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.884474 | 1.486842 | -0.773101 | 1.079406 | 2.876613 | 4.158975 | 16.058948 | -0.166893 | 0.0374 | 0.0357 | 0.0031 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 2.196789 | 1.423239 | 2.095768 | 1.726201 | 2.216320 | 1.596833 | 1.670036 | 2.447798 | 0.9132 | 0.9527 | 0.1834 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 2.747121 | 1.682121 | 3.045865 | 3.516356 | 0.563626 | 0.338591 | 0.608271 | -0.854600 | 0.8885 | 0.8540 | 0.2012 | 5.314490 | 4.007841 |
| 2459503 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 3.384912 | 3.859870 | 3.229931 | 4.240978 | 5.686435 | 7.224951 | 1.887885 | -0.085898 | 0.0473 | 0.0905 | 0.0060 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Shape | 3.262264 | 3.021488 | 3.262264 | 0.318178 | 0.748210 | 0.878456 | 0.496674 | 1.155395 | 0.611950 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 2.783532 | 2.783532 | 2.693601 | -0.778629 | -0.162733 | 0.320859 | 0.235135 | 1.120702 | 0.558806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Variability | 15.615326 | 1.323178 | 1.076472 | 0.928557 | 0.418899 | 15.615326 | 15.563443 | 0.254823 | 0.182449 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 2.448541 | 1.946108 | 1.635292 | -0.669921 | 0.441308 | -0.173427 | 0.535337 | 2.448541 | 0.567710 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 2.872407 | 2.191140 | 2.872407 | 0.459399 | -1.242389 | -0.120297 | 0.547219 | 2.508693 | -1.079870 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 2.241104 | 2.241104 | 1.200806 | 2.113443 | -0.240516 | 0.336617 | -0.726062 | -1.384674 | -0.297036 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 0.291101 | 0.291101 | 0.178417 | -1.204726 | -0.889639 | -1.121699 | -0.520877 | -0.477494 | -0.225344 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 2.510163 | 1.202052 | 0.960562 | -0.439108 | -0.070029 | -0.274010 | -0.671345 | 2.510163 | -0.794865 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 3.220969 | 1.832630 | 1.093077 | 0.754042 | 0.260922 | -0.447317 | -0.504696 | 3.220969 | -0.501522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 3.022711 | 1.185432 | 2.477087 | 0.326399 | 1.838549 | -0.676793 | -0.129685 | -0.672880 | 3.022711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 0.207806 | 0.015287 | 0.207806 | -0.865766 | -1.167981 | -0.936104 | -0.738310 | -0.245041 | -1.024902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Shape | 0.134899 | -0.001706 | 0.134899 | -1.269367 | -0.692672 | -0.324304 | -0.813011 | -0.877087 | -0.220405 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 2.757562 | 2.757562 | 1.540656 | 1.881830 | 0.379409 | 0.740215 | -0.678466 | -0.611942 | -0.012967 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 1.650551 | 0.932595 | 1.650551 | -0.736030 | -0.057705 | -1.439667 | 1.192740 | -1.119820 | 0.705418 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 2.009690 | 2.009690 | 1.041721 | 1.073520 | -0.412417 | 0.778379 | -0.647742 | -0.957084 | -0.255856 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Variability | 7.498484 | 1.175718 | 2.743955 | 0.518327 | 1.800427 | -0.135488 | 7.498484 | 0.563337 | 5.057341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | -0.260937 | -0.407488 | -0.594295 | -0.954192 | -1.197954 | -0.975609 | -0.524977 | -0.260937 | -0.399502 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 0.613411 | 0.242202 | 0.613411 | -0.839530 | -0.611415 | -0.716196 | -0.729548 | -0.532486 | -0.892360 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 0.647505 | 0.647505 | 0.172315 | -0.291454 | -0.793672 | -0.746327 | -0.762181 | -0.800637 | -0.509919 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 0.652041 | 0.226358 | 0.652041 | -1.018253 | -0.876573 | -0.890676 | -0.603760 | -0.619867 | -0.435950 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 0.207312 | 0.094131 | 0.207312 | -0.888845 | -0.751925 | -0.869219 | -0.876094 | -0.568743 | -0.847486 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 1.098165 | 0.268683 | 0.307852 | -0.838732 | -0.967344 | -0.084694 | -0.932339 | 1.098165 | -0.023005 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 2.141580 | 1.389739 | 2.141580 | 0.017733 | 1.725998 | -0.220258 | 0.901581 | -0.753770 | -1.300987 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Shape | 0.480989 | 0.480989 | 0.165280 | -1.001154 | -1.110116 | -0.533701 | -0.542893 | -0.338111 | -0.910417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 3.107514 | 0.363408 | 0.250808 | -0.645680 | -0.423405 | -0.678582 | 1.607305 | 0.219015 | 3.107514 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 9.871569 | -0.173193 | -0.672437 | -0.753066 | -0.705921 | 1.237321 | 1.539666 | 6.347080 | 9.871569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | Not Found | nn Temporal Discontinuties | 39.339712 | 0.341406 | 0.375968 | 0.923356 | -0.683131 | 11.654852 | 7.837626 | 39.339712 | 34.147601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Shape | 0.379319 | 0.238728 | 0.379319 | -0.979980 | -0.880999 | -0.623105 | -0.396658 | -1.002461 | -0.433399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 24.696403 | -0.415262 | -0.569565 | -0.703209 | -0.783789 | 0.411501 | 8.402843 | 24.696403 | 12.033735 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Variability | 1.832093 | 1.075512 | 1.299072 | 1.232871 | -0.651110 | 0.018739 | 1.832093 | -0.611029 | 0.290879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 12.064594 | -0.213403 | 0.413223 | -0.742444 | 0.520353 | 4.341129 | 1.206025 | 12.064594 | 4.275317 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 20.937306 | 1.738061 | 1.552607 | 0.145585 | -0.368243 | 6.439429 | 10.647854 | 7.922528 | 20.937306 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 8.990064 | -0.060910 | 1.302302 | -0.847662 | 1.442728 | 2.852526 | 1.596659 | 8.990064 | 4.469023 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 9.895768 | 1.037839 | 2.472144 | 0.492069 | 8.106454 | -0.864965 | 5.158064 | 0.267385 | 9.895768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 7.766107 | 0.989631 | 0.141109 | 1.288776 | -0.618012 | 1.496216 | -0.917627 | 7.766107 | -0.200689 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 15.048906 | -0.840719 | 0.008418 | -0.787525 | -0.269128 | 2.555398 | 3.913490 | 6.762619 | 15.048906 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 17.104464 | -0.738788 | -0.399890 | -0.489655 | -0.621139 | 3.149674 | 0.389320 | 17.104464 | 11.633948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 30.008543 | -0.758676 | -0.131514 | -0.499876 | -0.395754 | 6.058732 | 3.112580 | 29.891584 | 30.008543 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 4.755475 | 1.180753 | 0.848070 | 1.272520 | 0.144174 | 0.502949 | 0.738935 | 4.755475 | -0.009234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 51.291587 | -0.311244 | -0.703395 | -0.282836 | -0.107195 | 4.325888 | 7.749263 | 51.291587 | 43.613854 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 14.175629 | -0.632414 | 0.034783 | -0.898216 | -0.721030 | 5.213920 | 2.560291 | 12.046802 | 14.175629 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 159.334993 | 4.116259 | -0.206983 | 2.778910 | -0.420271 | 115.414209 | 10.793220 | 159.334993 | 41.908511 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 35.500136 | -0.610945 | -0.259367 | -0.482556 | -0.513038 | 9.532769 | 4.774230 | 35.500136 | 32.803040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Power | 2.212536 | 0.762158 | 2.138790 | -0.374139 | 2.212536 | -0.628061 | 0.975641 | 0.004004 | -1.832284 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 35.291365 | -0.760313 | -0.291249 | -0.333397 | -0.342616 | 20.401442 | 18.717462 | 35.291365 | 34.924596 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 32.465276 | -0.124892 | -0.675738 | -0.456085 | -0.774552 | 21.561214 | 18.983496 | 32.465276 | 14.362412 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 30.711231 | -0.455247 | -0.722972 | -0.573955 | -0.855650 | 3.888135 | 7.258673 | 28.403372 | 30.711231 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 34.985969 | -0.286096 | -0.646997 | -0.318276 | -0.633428 | 4.617355 | 5.908435 | 31.598310 | 34.985969 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 3.166622 | 0.811916 | 1.309980 | 0.702524 | 1.530610 | -0.209314 | 0.345036 | -0.688834 | 3.166622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 37.503837 | -0.850211 | -0.550862 | -0.518858 | -0.223876 | 13.320924 | 8.240131 | 37.503837 | 34.616720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 1.661312 | 1.661312 | 0.991544 | 1.290039 | 0.531236 | -0.077547 | -0.609745 | 0.733238 | -0.301711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 25.962841 | -0.276742 | -0.721862 | -0.329440 | -0.381826 | 11.990179 | 8.660340 | 25.962841 | 24.014037 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 48.524422 | -0.102083 | -0.504345 | 0.079225 | -0.065776 | 21.973876 | 17.678152 | 48.524422 | 44.702044 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Power | 1.733136 | 1.034273 | 1.590926 | 0.675666 | 1.733136 | -0.015643 | 0.614703 | -0.317625 | -1.371545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 26.170866 | -1.010308 | -1.294954 | 0.340439 | 0.316030 | 3.782611 | 3.597564 | 26.170866 | 23.338911 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 48.709871 | -0.010590 | -0.425819 | 0.212419 | 0.004373 | 12.049164 | 6.517810 | 48.709871 | 44.417694 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 111.059901 | -0.732455 | -0.918224 | -0.477719 | 0.137086 | 17.556760 | 17.525486 | 111.059901 | 104.692952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Variability | 34.855335 | -0.774943 | -0.866107 | -0.712902 | 0.143820 | 34.855335 | 27.770157 | 26.332916 | 26.770909 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 1.751633 | 0.362681 | 0.612816 | 0.785261 | 0.677959 | 0.244446 | 1.677722 | 0.366108 | 1.751633 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 6.142022 | 1.000108 | 0.665924 | -0.499323 | -0.357506 | 2.230134 | -0.559394 | 6.142022 | 0.360346 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 15745.351704 | 5054.480204 | 5054.480204 | 4741.987017 | 4741.987017 | 3209.392784 | 3209.392784 | 15745.351704 | 15745.351704 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Temporal Discontinuties | 3592.018215 | 965.431610 | 965.431610 | 866.794570 | 866.794570 | 900.077520 | 900.077520 | 3592.018215 | 3592.018215 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | ee Temporal Discontinuties | 2400.310919 | 743.978890 | 743.978890 | 716.484417 | 716.484417 | 723.266384 | 723.266384 | 2400.310919 | 2400.310919 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | N15 | digital_ok | nn Shape | 1.763836 | 1.763836 | 1.063290 | 1.170141 | 0.207944 | 0.332157 | -0.221457 | -0.985119 | 0.286207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Temporal Discontinuties | 1.866046 | 0.044606 | 0.629491 | 1.043967 | 1.355724 | 0.410645 | 0.694509 | 1.564048 | 1.866046 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 6.347093 | 3.949145 | 6.347093 | 0.121749 | -0.064828 | -0.825352 | 1.469189 | 0.647803 | 0.617331 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.012061 | 0.580290 | 2.012061 | 1.242520 | 0.075625 | -0.491748 | 0.285847 | -0.472292 | -0.670729 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Temporal Variability | 2.232115 | 0.925065 | 2.191916 | 1.455735 | 0.449607 | 0.755874 | 2.232115 | -0.557565 | -0.663332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.139245 | 0.782163 | 2.139245 | -0.238579 | -0.221623 | -1.255575 | -0.212228 | 0.034240 | 0.756737 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.034577 | 2.034577 | 0.788623 | 0.585906 | 0.250281 | 0.648627 | -0.900566 | -0.582826 | -0.925423 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.269915 | 2.269915 | 0.851086 | 0.651345 | 0.034074 | 1.183333 | -0.893321 | -0.505938 | -0.520503 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.500103 | 1.108134 | 2.500103 | 0.821781 | 0.911089 | -0.814219 | 1.219498 | -0.377946 | -0.943994 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.492969 | 2.492969 | 0.993177 | 0.904814 | 0.534675 | 1.178474 | -0.497847 | -0.049671 | -1.052927 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.321068 | 0.961922 | 2.321068 | 0.586543 | 1.110340 | -0.181811 | 1.037991 | -0.247322 | -0.283487 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.695022 | 2.695022 | 0.962702 | 1.375053 | 1.124068 | 0.766727 | -0.744746 | -0.922144 | -0.958633 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.502602 | 1.397719 | 2.502602 | 1.113115 | 1.257466 | 0.714502 | 1.010524 | -0.770439 | -0.961963 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.254238 | 2.254238 | 0.921207 | 0.789736 | 1.060284 | 0.505919 | -0.615827 | -0.570589 | -0.414225 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.541665 | 2.541665 | 1.029404 | 1.079601 | 0.886419 | 0.734837 | -0.487427 | -0.953621 | -0.818933 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.169412 | 0.997149 | 2.169412 | 1.009013 | 0.756603 | 1.126666 | 0.486221 | 1.568705 | 1.210917 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | ee Temporal Discontinuties | 52.650051 | 3.066672 | 1.033880 | 5.426332 | -0.094461 | 12.976658 | -1.058582 | 52.650051 | -0.534908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.968161 | 2.968161 | 1.244083 | 1.595504 | 1.480774 | 1.524516 | 1.181877 | -0.096420 | 0.385542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | ee Temporal Variability | 24.342157 | 0.165102 | 0.640677 | 1.000973 | 0.229692 | 24.342157 | 1.851179 | 2.930671 | -0.132816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 1.981663 | 1.981663 | 1.576206 | 1.109710 | -0.284857 | 0.866725 | -0.154593 | 0.765734 | -0.655838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 1.621307 | 1.059796 | 1.621307 | -0.702703 | 0.418190 | -0.785637 | 0.046140 | -0.199410 | 0.407640 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 1.784609 | 1.784609 | 1.214347 | 0.616970 | -0.709604 | 0.529519 | -0.448571 | -0.971152 | 0.683879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 1.556456 | 1.556456 | 0.857187 | 0.674801 | -0.439266 | 0.446873 | -0.118046 | -0.922243 | 0.582184 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 1.869598 | 1.869598 | 1.622221 | 0.952148 | -0.646282 | 0.204827 | -0.389638 | -0.254330 | -0.002809 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | ee Temporal Discontinuties | 43.143243 | 0.098505 | 0.807997 | -0.505645 | 0.019964 | 5.968798 | 2.105788 | 43.143243 | -0.226201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 2.905384 | 2.905384 | 0.972761 | 1.752055 | -0.845079 | 1.377948 | -0.662918 | -1.214321 | -0.518767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 189 | 15 | digital_ok | nn Shape | 3.180060 | 1.607950 | 3.180060 | -0.549629 | 1.153497 | 0.865296 | 0.568512 | 0.526496 | -0.636850 |